Add a teaser

README.md

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 # DiffusionDB
 
+![](https://i.imgur.com/OJtU5zv.png)
+
 ## Table of Contents
 
 - [Dataset Description](#dataset-description)
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 - **Homepage:** [DiffusionDB homepage](https://poloclub.github.io/diffusiondb)
 - **Repository:** [DiffusionDB repository](https://github.com/poloclub/diffusiondb)
+- **Distribution:** [DiffusionDB Hugging Face Dataset](https://huggingface.co/datasets/poloclub/diffusiondb)
 - **Paper:** [DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models](https://poloclub.github.io/diffusiondb)
 - **Point of Contact:** [Jay Wang](mailto:jayw@gatech.edu)
 
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 DiffusionDB is the first  large-scale text-to-image prompt dataset. It contains 2 million images generated by Stable Diffusion using prompts and hyperparameters specified by real users.
 
+DiffusionDB is publicly available at [https://huggingface.co/datasets/poloclub/diffusiondb](https://huggingface.co/datasets/poloclub/diffusiondb).
+
 ### Supported Tasks and Leaderboards
 
 The unprecedented scale and diversity of this human-actuated dataset provide exciting research opportunities in understanding the interplay between prompts and generative models, detecting deepfakes, and designing human-AI interaction tools to help users more easily use these models.